Refactoring field interpolation and allow custom interpolation methods in Scipy mode #453

Job	Run time
py3.13 \| macos \| integration tests	2m 46s
py3.13 \| macos \| unit tests	2m 46s
mypy	2m 39s
py3.13 \| ubuntu \| unit tests	2m 38s
py3.13 \| ubuntu \| integration tests	2m 32s
py3.13 \| windows \| unit tests	2m 29s
py3.13 \| windows \| integration tests	2m 31s
py3.10 \| ubuntu \| unit tests	2m 35s
py3.10 \| ubuntu \| integration tests	2m 32s
py3.11 \| ubuntu \| unit tests	2m 36s
py3.12 \| ubuntu \| unit tests	2m 43s
merge-test-artifacts	1s
	28m 48s

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